Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 193573 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 14.8 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
carat is highly overall correlated with price and 3 other fields | High correlation |
cut is highly overall correlated with table | High correlation |
price is highly overall correlated with carat and 3 other fields | High correlation |
table is highly overall correlated with cut | High correlation |
x is highly overall correlated with carat and 3 other fields | High correlation |
y is highly overall correlated with carat and 3 other fields | High correlation |
z is highly overall correlated with carat and 3 other fields | High correlation |
Reproduction
| Analysis started | 2024-04-09 18:03:55.482654 |
|---|---|
| Analysis finished | 2024-04-09 18:04:18.311958 |
| Duration | 22.83 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
carat
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 248 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79068785 |
| Minimum | 0.2 |
|---|---|
| Maximum | 3.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.4 |
| median | 0.7 |
| Q3 | 1.03 |
| 95-th percentile | 1.65 |
| Maximum | 3.5 |
| Range | 3.3 |
| Interquartile range (IQR) | 0.63 |
Descriptive statistics
| Standard deviation | 0.46268774 |
|---|---|
| Coefficient of variation (CV) | 0.58517117 |
| Kurtosis | 0.53739769 |
| Mean | 0.79068785 |
| Median Absolute Deviation (MAD) | 0.32 |
| Skewness | 0.99513461 |
| Sum | 153055.82 |
| Variance | 0.21407994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 10758 | 5.6% |
| 1.01 | 10103 | 5.2% |
| 0.31 | 9538 | 4.9% |
| 0.7 | 7958 | 4.1% |
| 0.32 | 7548 | 3.9% |
| 0.9 | 6253 | 3.2% |
| 0.41 | 5852 | 3.0% |
| 0.71 | 5367 | 2.8% |
| 1 | 5328 | 2.8% |
| 0.4 | 4802 | 2.5% |
| Other values (238) | 120066 |
| Value | Count | Frequency (%) |
| 0.2 | 30 | < 0.1% |
| 0.21 | 17 | < 0.1% |
| 0.22 | 3 | < 0.1% |
| 0.23 | 889 | |
| 0.24 | 809 | |
| 0.25 | 611 | |
| 0.26 | 722 | |
| 0.27 | 650 | |
| 0.28 | 466 | |
| 0.29 | 354 | 0.2% |
| Value | Count | Frequency (%) |
| 3.5 | 1 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 3.04 | 3 | |
| 3.01 | 7 | |
| 3 | 5 | |
| 2.74 | 3 | |
| 2.72 | 1 | < 0.1% |
| 2.71 | 1 | < 0.1% |
| 2.7 | 2 | < 0.1% |
| 2.66 | 3 |
cut
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 5 | |
|---|---|
| 4 | |
| 3 | |
| 2 | |
| 1 | 2021 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 193573 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 3 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 92454 | |
| 4 | 49910 | |
| 3 | 37566 | |
| 2 | 11622 | 6.0% |
| 1 | 2021 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 92454 | |
| 4 | 49910 | |
| 3 | 37566 | |
| 2 | 11622 | 6.0% |
| 1 | 2021 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 92454 | |
| 4 | 49910 | |
| 3 | 37566 | |
| 2 | 11622 | 6.0% |
| 1 | 2021 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 193573 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 92454 | |
| 4 | 49910 | |
| 3 | 37566 | |
| 2 | 11622 | 6.0% |
| 1 | 2021 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 193573 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 92454 | |
| 4 | 49910 | |
| 3 | 37566 | |
| 2 | 11622 | 6.0% |
| 1 | 2021 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 193573 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 92454 | |
| 4 | 49910 | |
| 3 | 37566 | |
| 2 | 11622 | 6.0% |
| 1 | 2021 | 1.0% |
color
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5161567 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.6230909 |
|---|---|
| Coefficient of variation (CV) | 0.46160937 |
| Kurtosis | -0.81540761 |
| Mean | 3.5161567 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.15757838 |
| Sum | 680633 |
| Variance | 2.634424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 44391 | |
| 2 | 35869 | |
| 3 | 34258 | |
| 5 | 30799 | |
| 1 | 24286 | |
| 6 | 17514 | 9.0% |
| 7 | 6456 | 3.3% |
| Value | Count | Frequency (%) |
| 1 | 24286 | |
| 2 | 35869 | |
| 3 | 34258 | |
| 4 | 44391 | |
| 5 | 30799 | |
| 6 | 17514 | 9.0% |
| 7 | 6456 | 3.3% |
| Value | Count | Frequency (%) |
| 7 | 6456 | 3.3% |
| 6 | 17514 | 9.0% |
| 5 | 30799 | |
| 4 | 44391 | |
| 3 | 34258 | |
| 2 | 35869 | |
| 1 | 24286 |
clarity
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9750843 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5017758 |
|---|---|
| Coefficient of variation (CV) | 0.37779721 |
| Kurtosis | -0.10738307 |
| Mean | 3.9750843 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.66410887 |
| Sum | 769469 |
| Variance | 2.2553305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 53272 | |
| 4 | 48027 | |
| 5 | 30669 | |
| 2 | 30484 | |
| 6 | 15762 | 8.1% |
| 7 | 10628 | 5.5% |
| 8 | 4219 | 2.2% |
| 1 | 512 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 512 | 0.3% |
| 2 | 30484 | |
| 3 | 53272 | |
| 4 | 48027 | |
| 5 | 30669 | |
| 6 | 15762 | 8.1% |
| 7 | 10628 | 5.5% |
| 8 | 4219 | 2.2% |
| Value | Count | Frequency (%) |
| 8 | 4219 | 2.2% |
| 7 | 10628 | 5.5% |
| 6 | 15762 | 8.1% |
| 5 | 30669 | |
| 4 | 48027 | |
| 3 | 53272 | |
| 2 | 30484 | |
| 1 | 512 | 0.3% |
depth
Real number (ℝ)
| Distinct | 153 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.820574 |
| Minimum | 52.1 |
|---|---|
| Maximum | 71.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 52.1 |
|---|---|
| 5-th percentile | 59.9 |
| Q1 | 61.3 |
| median | 61.9 |
| Q3 | 62.4 |
| 95-th percentile | 63.5 |
| Maximum | 71.6 |
| Range | 19.5 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 1.0817044 |
|---|---|
| Coefficient of variation (CV) | 0.017497482 |
| Kurtosis | 2.4770411 |
| Mean | 61.820574 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | -0.27638236 |
| Sum | 11966794 |
| Variance | 1.1700843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 61.9 | 10781 | 5.6% |
| 62 | 10150 | 5.2% |
| 61.8 | 9270 | 4.8% |
| 62.1 | 8866 | 4.6% |
| 61.6 | 8534 | 4.4% |
| 62.2 | 8345 | 4.3% |
| 62.3 | 7987 | 4.1% |
| 61.7 | 7970 | 4.1% |
| 62.4 | 7030 | 3.6% |
| 61.5 | 6554 | 3.4% |
| Other values (143) | 108086 |
| Value | Count | Frequency (%) |
| 52.1 | 1 | < 0.1% |
| 52.2 | 1 | < 0.1% |
| 52.7 | 1 | < 0.1% |
| 53.1 | 2 | < 0.1% |
| 53.2 | 2 | < 0.1% |
| 54.7 | 1 | < 0.1% |
| 54.9 | 2 | < 0.1% |
| 55 | 1 | < 0.1% |
| 55.1 | 1 | < 0.1% |
| 55.2 | 5 |
| Value | Count | Frequency (%) |
| 71.6 | 2 | |
| 70 | 1 | < 0.1% |
| 69.9 | 1 | < 0.1% |
| 69.6 | 1 | < 0.1% |
| 69.5 | 3 | |
| 69.4 | 1 | < 0.1% |
| 69.2 | 2 | |
| 69.1 | 1 | < 0.1% |
| 69 | 1 | < 0.1% |
| 68.9 | 1 | < 0.1% |
table
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 108 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.227675 |
| Minimum | 49 |
|---|---|
| Maximum | 79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 54.2 |
| Q1 | 56 |
| median | 57 |
| Q3 | 58 |
| 95-th percentile | 61 |
| Maximum | 79 |
| Range | 30 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9188443 |
|---|---|
| Coefficient of variation (CV) | 0.033530006 |
| Kurtosis | 0.81018001 |
| Mean | 57.227675 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.61906223 |
| Sum | 11077733 |
| Variance | 3.6819634 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 42194 | |
| 57 | 37827 | |
| 58 | 32045 | |
| 55 | 24429 | |
| 59 | 23784 | |
| 60 | 12584 | 6.5% |
| 54 | 8281 | 4.3% |
| 61 | 6002 | 3.1% |
| 62 | 2545 | 1.3% |
| 53 | 1069 | 0.6% |
| Other values (98) | 2813 | 1.5% |
| Value | Count | Frequency (%) |
| 49 | 1 | < 0.1% |
| 51 | 6 | < 0.1% |
| 52 | 50 | < 0.1% |
| 53 | 1069 | |
| 53.1 | 1 | < 0.1% |
| 53.2 | 8 | < 0.1% |
| 53.3 | 17 | < 0.1% |
| 53.4 | 7 | < 0.1% |
| 53.5 | 10 | < 0.1% |
| 53.6 | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| 79 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 70 | 5 | < 0.1% |
| 69 | 10 | < 0.1% |
| 68 | 20 | < 0.1% |
| 67 | 32 | < 0.1% |
| 66 | 114 | 0.1% |
| 65 | 157 | |
| 64.4 | 1 | < 0.1% |
| 64 | 376 |
x
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 522 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7153121 |
| Minimum | 0 |
|---|---|
| Maximum | 9.65 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.29 |
| Q1 | 4.7 |
| median | 5.7 |
| Q3 | 6.51 |
| 95-th percentile | 7.58 |
| Maximum | 9.65 |
| Range | 9.65 |
| Interquartile range (IQR) | 1.81 |
Descriptive statistics
| Standard deviation | 1.1094222 |
|---|---|
| Coefficient of variation (CV) | 0.19411401 |
| Kurtosis | -0.80100603 |
| Mean | 5.7153121 |
| Median Absolute Deviation (MAD) | 0.92 |
| Skewness | 0.36104978 |
| Sum | 1106330.1 |
| Variance | 1.2308175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.32 | 2094 | 1.1% |
| 4.34 | 2010 | 1.0% |
| 4.38 | 1986 | 1.0% |
| 4.37 | 1938 | 1.0% |
| 4.33 | 1812 | 0.9% |
| 4.31 | 1761 | 0.9% |
| 4.35 | 1685 | 0.9% |
| 4.41 | 1644 | 0.8% |
| 4.36 | 1568 | 0.8% |
| 4.3 | 1558 | 0.8% |
| Other values (512) | 175517 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 3.75 | 2 | < 0.1% |
| 3.77 | 7 | |
| 3.78 | 5 | |
| 3.79 | 4 | |
| 3.81 | 7 | |
| 3.82 | 6 | |
| 3.84 | 9 | |
| 3.85 | 2 | < 0.1% |
| 3.86 | 9 |
| Value | Count | Frequency (%) |
| 9.65 | 1 | < 0.1% |
| 9.51 | 1 | < 0.1% |
| 9.46 | 1 | < 0.1% |
| 9.43 | 1 | < 0.1% |
| 9.42 | 4 | |
| 9.36 | 3 | |
| 9.35 | 1 | < 0.1% |
| 9.3 | 1 | < 0.1% |
| 9.24 | 1 | < 0.1% |
| 9.1 | 1 | < 0.1% |
y
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 521 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7200944 |
| Minimum | 0 |
|---|---|
| Maximum | 10.01 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.31 |
| Q1 | 4.71 |
| median | 5.72 |
| Q3 | 6.51 |
| 95-th percentile | 7.58 |
| Maximum | 10.01 |
| Range | 10.01 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 1.1023335 |
|---|---|
| Coefficient of variation (CV) | 0.19271246 |
| Kurtosis | -0.81066804 |
| Mean | 5.7200944 |
| Median Absolute Deviation (MAD) | 0.92 |
| Skewness | 0.35675813 |
| Sum | 1107255.8 |
| Variance | 1.2151391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.38 | 2163 | 1.1% |
| 4.35 | 2088 | 1.1% |
| 4.34 | 1986 | 1.0% |
| 4.37 | 1911 | 1.0% |
| 4.31 | 1854 | 1.0% |
| 4.39 | 1719 | 0.9% |
| 4.33 | 1711 | 0.9% |
| 4.36 | 1625 | 0.8% |
| 4.32 | 1618 | 0.8% |
| 4.41 | 1593 | 0.8% |
| Other values (511) | 175305 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 3.71 | 1 | < 0.1% |
| 3.72 | 7 | |
| 3.73 | 1 | < 0.1% |
| 3.75 | 2 | < 0.1% |
| 3.77 | 4 | |
| 3.78 | 9 | |
| 3.79 | 2 | < 0.1% |
| 3.8 | 1 | < 0.1% |
| 3.81 | 5 |
| Value | Count | Frequency (%) |
| 10.01 | 1 | |
| 9.59 | 1 | |
| 9.46 | 1 | |
| 9.36 | 1 | |
| 9.34 | 1 | |
| 9.31 | 1 | |
| 9.3 | 2 | |
| 9.26 | 2 | |
| 9.24 | 2 | |
| 9.14 | 1 |
z
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 349 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5342463 |
| Minimum | 0 |
|---|---|
| Maximum | 31.3 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.66 |
| Q1 | 2.9 |
| median | 3.53 |
| Q3 | 4.03 |
| 95-th percentile | 4.684 |
| Maximum | 31.3 |
| Range | 31.3 |
| Interquartile range (IQR) | 1.13 |
Descriptive statistics
| Standard deviation | 0.68892211 |
|---|---|
| Coefficient of variation (CV) | 0.19492759 |
| Kurtosis | 12.818313 |
| Mean | 3.5342463 |
| Median Absolute Deviation (MAD) | 0.57 |
| Skewness | 0.68567148 |
| Sum | 684134.67 |
| Variance | 0.47461367 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.69 | 3523 | 1.8% |
| 2.7 | 3305 | 1.7% |
| 2.68 | 3289 | 1.7% |
| 2.71 | 3087 | 1.6% |
| 2.72 | 2887 | 1.5% |
| 2.73 | 2747 | 1.4% |
| 2.67 | 2628 | 1.4% |
| 3.99 | 2542 | 1.3% |
| 4.02 | 2430 | 1.3% |
| 4.01 | 2384 | 1.2% |
| Other values (339) | 164751 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1.05 | 1 | < 0.1% |
| 2.24 | 2 | < 0.1% |
| 2.26 | 1 | < 0.1% |
| 2.27 | 2 | < 0.1% |
| 2.28 | 1 | < 0.1% |
| 2.3 | 4 | < 0.1% |
| 2.31 | 9 | |
| 2.32 | 5 | |
| 2.33 | 7 |
| Value | Count | Frequency (%) |
| 31.3 | 1 | |
| 8.4 | 1 | |
| 8.35 | 1 | |
| 8.18 | 1 | |
| 6.03 | 1 | |
| 5.75 | 1 | |
| 5.73 | 1 | |
| 5.69 | 1 | |
| 5.67 | 2 | |
| 5.65 | 1 |
price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8738 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3969.1554 |
| Minimum | 326 |
|---|---|
| Maximum | 18818 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 326 |
|---|---|
| 5-th percentile | 544 |
| Q1 | 951 |
| median | 2401 |
| Q3 | 5408 |
| 95-th percentile | 13298 |
| Maximum | 18818 |
| Range | 18492 |
| Interquartile range (IQR) | 4457 |
Descriptive statistics
| Standard deviation | 4034.3741 |
|---|---|
| Coefficient of variation (CV) | 1.0164314 |
| Kurtosis | 2.106914 |
| Mean | 3969.1554 |
| Median Absolute Deviation (MAD) | 1678 |
| Skewness | 1.6055812 |
| Sum | 7.6832132 × 108 |
| Variance | 16276175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 544 | 542 | 0.3% |
| 605 | 464 | 0.2% |
| 789 | 454 | 0.2% |
| 828 | 438 | 0.2% |
| 776 | 437 | 0.2% |
| 802 | 435 | 0.2% |
| 552 | 427 | 0.2% |
| 561 | 416 | 0.2% |
| 625 | 414 | 0.2% |
| 596 | 401 | 0.2% |
| Other values (8728) | 189145 |
| Value | Count | Frequency (%) |
| 326 | 15 | |
| 335 | 11 | < 0.1% |
| 336 | 11 | < 0.1% |
| 337 | 5 | < 0.1% |
| 338 | 11 | < 0.1% |
| 344 | 5 | < 0.1% |
| 345 | 15 | |
| 348 | 5 | < 0.1% |
| 351 | 25 | |
| 357 | 31 |
| Value | Count | Frequency (%) |
| 18818 | 6 | < 0.1% |
| 18804 | 9 | |
| 18795 | 10 | |
| 18791 | 15 | |
| 18787 | 5 | < 0.1% |
| 18780 | 6 | < 0.1% |
| 18766 | 12 | |
| 18760 | 6 | < 0.1% |
| 18759 | 9 | |
| 18757 | 8 |
| carat | clarity | color | cut | depth | price | table | x | y | z | |
|---|---|---|---|---|---|---|---|---|---|---|
| carat | 1.000 | -0.367 | 0.246 | 0.131 | 0.042 | 0.971 | 0.236 | 0.997 | 0.996 | 0.995 |
| clarity | -0.367 | 1.000 | 0.091 | 0.115 | -0.080 | -0.245 | -0.182 | -0.365 | -0.362 | -0.369 |
| color | 0.246 | 0.091 | 1.000 | 0.041 | 0.041 | 0.173 | 0.038 | 0.243 | 0.244 | 0.247 |
| cut | 0.131 | 0.115 | 0.041 | 1.000 | -0.215 | -0.140 | -0.558 | -0.150 | -0.149 | -0.173 |
| depth | 0.042 | -0.080 | 0.041 | -0.215 | 1.000 | 0.030 | -0.155 | -0.007 | -0.008 | 0.110 |
| price | 0.971 | -0.245 | 0.173 | -0.140 | 0.030 | 1.000 | 0.223 | 0.972 | 0.972 | 0.968 |
| table | 0.236 | -0.182 | 0.038 | -0.558 | -0.155 | 0.223 | 1.000 | 0.240 | 0.234 | 0.211 |
| x | 0.997 | -0.365 | 0.243 | -0.150 | -0.007 | 0.972 | 0.240 | 1.000 | 0.998 | 0.990 |
| y | 0.996 | -0.362 | 0.244 | -0.149 | -0.008 | 0.972 | 0.234 | 0.998 | 1.000 | 0.990 |
| z | 0.995 | -0.369 | 0.247 | -0.173 | 0.110 | 0.968 | 0.211 | 0.990 | 0.990 | 1.000 |
| carat | cut | color | clarity | depth | table | x | y | z | price | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.52 | 4 | 3 | 4 | 62.2 | 58.0 | 7.27 | 7.33 | 4.55 | 13619 |
| 1 | 2.03 | 3 | 7 | 2 | 62.0 | 58.0 | 8.06 | 8.12 | 5.05 | 13387 |
| 2 | 0.70 | 5 | 4 | 5 | 61.2 | 57.0 | 5.69 | 5.73 | 3.50 | 2772 |
| 3 | 0.32 | 5 | 4 | 5 | 61.6 | 56.0 | 4.38 | 4.41 | 2.71 | 666 |
| 4 | 1.70 | 4 | 4 | 4 | 62.6 | 59.0 | 7.65 | 7.61 | 4.77 | 14453 |
| 5 | 1.51 | 3 | 7 | 3 | 62.8 | 58.0 | 7.34 | 7.29 | 4.59 | 7506 |
| 6 | 0.74 | 5 | 2 | 4 | 61.8 | 57.0 | 5.76 | 5.79 | 3.57 | 3229 |
| 7 | 1.34 | 4 | 4 | 2 | 62.5 | 57.0 | 7.00 | 7.05 | 4.38 | 6224 |
| 8 | 0.30 | 5 | 3 | 8 | 62.0 | 56.0 | 4.35 | 4.37 | 2.70 | 886 |
| 9 | 0.30 | 2 | 7 | 5 | 63.6 | 57.0 | 4.26 | 4.28 | 2.72 | 421 |
| carat | cut | color | clarity | depth | table | x | y | z | price | |
|---|---|---|---|---|---|---|---|---|---|---|
| 193563 | 0.28 | 3 | 2 | 3 | 61.2 | 55.0 | 4.23 | 4.26 | 2.60 | 484 |
| 193564 | 0.90 | 2 | 1 | 3 | 63.2 | 57.0 | 6.11 | 6.14 | 3.88 | 4919 |
| 193565 | 0.31 | 4 | 1 | 3 | 62.6 | 58.0 | 4.32 | 4.29 | 2.69 | 732 |
| 193566 | 1.05 | 5 | 4 | 5 | 62.1 | 56.0 | 6.54 | 6.51 | 4.06 | 7397 |
| 193567 | 0.58 | 5 | 2 | 4 | 61.8 | 57.0 | 5.33 | 5.36 | 3.31 | 1872 |
| 193568 | 0.31 | 5 | 1 | 6 | 61.1 | 56.0 | 4.35 | 4.39 | 2.67 | 1130 |
| 193569 | 0.70 | 4 | 4 | 6 | 60.3 | 58.0 | 5.75 | 5.77 | 3.47 | 2874 |
| 193570 | 0.73 | 3 | 3 | 3 | 63.1 | 57.0 | 5.72 | 5.75 | 3.62 | 3036 |
| 193571 | 0.34 | 3 | 1 | 3 | 62.9 | 55.0 | 4.45 | 4.49 | 2.81 | 681 |
| 193572 | 0.71 | 2 | 2 | 2 | 60.8 | 64.0 | 5.73 | 5.71 | 3.48 | 2258 |